Client Report - Introduction – Yazvinskaya Anastasia

Introduction

THIS .qmd IS INSTRUCTIONAL AND SHOULD NOT BE USED TO WRITE YOUR REPORTS (EXCEPTION - PROJECT 0). THERE IS ANOTHER TEMPLATE FILE FOR THAT. YOU WILL NEED TO PREVIEW THE REPORT TO PRODUCE A .html FILE. YOU WILL SUBMIT THE .html FILE ON CANVAS.

Elevator pitch

A SHORT (2-3 SENTENCES) PARAGRAPH THAT DESCRIBES KEY INSIGHTS TAKEN FROM METRICS IN THE PROJECT RESULTS THINK TOP OR MOST IMPORTANT RESULTS. (Note: this is not a summary of the project, but a summary of the results.)

A Client has requested this analysis and this is your one shot of what you would say to your boss in a 2 min elevator ride before he takes your report and hands it to the client.

Read and format project data

# Learn morea about Code Cells: https://quarto.org/docs/reference/cells/cells-jupyter.html

# Include and execute your code here
df = pd.read_csv("https://raw.githubusercontent.com/byuidatascience/data4python4ds/master/data-raw/mpg/mpg.csv")

Highlight the Questions and Tasks

Task 1: Course Setup

Finish the Course Setup, and post any questions to getting your environment working smoothly in your course Slack channel

Add details here to answer the question but NOT like an assignment Q&A. You need to write your answers as a consulting solution report. A Client needs to understand the answer, but also needs to understand the decisions that went into the answer (when applicable).

include figures in chunks and discuss your findings in the figure.

YOU SHOULD HAVE QUALITY WRITING THAT DESCRIBES YOUR CHARTS AND TABLES.
WE HIGHLY RECOMMEND GRAMMARLY TO FIX YOUR SPELLING AND GRAMMAR. WRITING TAKES TIME TO BE CLEAR. SPEND THE TIME TO PRACITCE.
YOU SHOULD HAVE QUALITY COMMENTS THAT DESCRIBES YOUR CODES. OFTEN CODEERS WORK IN TEAMS AND YOU NEED TO HAVE QUALTIY COMMENTS FOR YOUR TEAM AND YOURSELF. YOU MAY NEED TO REVISIT CODE YOU WROTE OVER A YEAR AGO, AND IF YOU DONT COMMENT IT NOW YOU WONT REMEMBER WHY YOU DID WHAT YOU DID.

Read and format data

# Include and execute your code here

Task 2: Recreate the example chart

Recreate the example chart from PY4DS: CH2 Data Visualization of the textbook.

include figures in chunks and discuss your findings in the figure.

plot example

# Include and execute your code here

(
  ggplot(df.head(500), aes(x='displ', y='hwy')) + geom_point()
)

My useless chart

Task 3: Table used to create the above chart

Include the table created from PY4DS: CH2 Data Visualization used to create the above chart

PROVIDE TABLES THAT HELP ADDRESS THE QUESTIONS AND TASKS (IF APPLICABLE).

table example

# Include and execute your code here
mydat = (df.head(1000)
    .groupby('manufacturer')
    .sum()
    .reset_index()
    .tail(10)
    .filter(["manufacturer","displ","cty", "hwy"])
)

display(mydat)

table example {#cell-Q1-table}
	manufacturer	displ	cty	hwy
5	hyundai	34.0	261	376
6	jeep	36.6	108	141
7	land rover	17.2	46	66
8	lincoln	16.2	34	51
9	mercury	17.6	53	72
10	nissan	42.5	235	320
11	pontiac	19.8	85	132
12	subaru	34.4	270	358
13	toyota	100.4	630	847
14	volkswagen	60.9	565	789

Task 4: Update the _quarto.yml

__Update the _quarto.yml file in course work portfolio:__ a. update the title to includ your name b. update the site url to your published site url (this will be in the deployment section in GitHub) c. update the repo-url to your GitHub repository url d. update the issue-url to your GitHub issue url (its the same as the repo url but with /issues/new at the end) e. update the page-footer left to include your name f. update the page-footer right href to include your LinkedIn url (optional)

PROVIDE TABLES THAT HELP ADDRESS THE QUESTIONS AND TASKS (IF APPLICABLE).

table example

# Include and execute your code here
mydat = (df.head(1000)
    .groupby('manufacturer')
    .sum()
    .reset_index()
    .tail(10)
    .filter(["manufacturer","displ","cty", "hwy"])
)

display(mydat)

table example {#cell-Q1-table2}
	manufacturer	displ	cty	hwy
5	hyundai	34.0	261	376
6	jeep	36.6	108	141
7	land rover	17.2	46	66
8	lincoln	16.2	34	51
9	mercury	17.6	53	72
10	nissan	42.5	235	320
11	pontiac	19.8	85	132
12	subaru	34.4	270	358
13	toyota	100.4	630	847
14	volkswagen	60.9	565	789

Task 5: Update the resume.qmd

Update the resume.qmd file in course work portfolio to include your updated resume using markdown. See P4DS: CH30 Markdown

PROVIDE TABLES THAT HELP ADDRESS THE QUESTIONS AND TASKS (IF APPLICABLE).

table example

# Include and execute your code here
mydat = (df.head(1000)
    .groupby('manufacturer')
    .sum()
    .reset_index()
    .tail(10)
    .filter(["manufacturer","displ","cty", "hwy"])
)

display(mydat)

table example {#cell-Q1-table3}
	manufacturer	displ	cty	hwy
5	hyundai	34.0	261	376
6	jeep	36.6	108	141
7	land rover	17.2	46	66
8	lincoln	16.2	34	51
9	mercury	17.6	53	72
10	nissan	42.5	235	320
11	pontiac	19.8	85	132
12	subaru	34.4	270	358
13	toyota	100.4	630	847
14	volkswagen	60.9	565	789